Framework for verified quadratic characterizations of scalar relations via convex QPs and SOS certificates, applied to improve QC-based reachability analysis of feedforward neural networks with smooth activations and ReLU.
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Quadratic Characterizations for Reachability Analysis of Neural Networks
Framework for verified quadratic characterizations of scalar relations via convex QPs and SOS certificates, applied to improve QC-based reachability analysis of feedforward neural networks with smooth activations and ReLU.